#include <tgmath.h>
#include <gmp.h>
#include <mpfr.h>
#include <stdio.h>
#include <stdbool.h>

char *name = "Logistic regression 2";

double f_if(float x, float y) {
        float r19666 = 1.0f;
        float r19667 = x;
        float r19668 = exp(r19667);
        float r19669 = r19666 + r19668;
        float r19670 = log(r19669);
        float r19671 = y;
        float r19672 = r19667 * r19671;
        float r19673 = r19670 - r19672;
        return r19673;
}

double f_id(double x, double y) {
        double r19674 = 1.0;
        double r19675 = x;
        double r19676 = exp(r19675);
        double r19677 = r19674 + r19676;
        double r19678 = log(r19677);
        double r19679 = y;
        double r19680 = r19675 * r19679;
        double r19681 = r19678 - r19680;
        return r19681;
}


double f_of(float x, float y) {
        float r19682 = 1.0f;
        float r19683 = x;
        float r19684 = exp(r19683);
        float r19685 = r19682 + r19684;
        float r19686 = log(r19685);
        float r19687 = y;
        float r19688 = r19683 * r19687;
        float r19689 = r19686 - r19688;
        return r19689;
}

double f_od(double x, double y) {
        double r19690 = 1.0;
        double r19691 = x;
        double r19692 = exp(r19691);
        double r19693 = r19690 + r19692;
        double r19694 = log(r19693);
        double r19695 = y;
        double r19696 = r19691 * r19695;
        double r19697 = r19694 - r19696;
        return r19697;
}

void mpfr_fmod2(mpfr_t r, mpfr_t n, mpfr_t d, mpfr_rnd_t rmd) {
        mpfr_fmod(r, n, d, rmd);
        if (mpfr_cmp_ui(r, 0) < 0) mpfr_add(r, r, d, rmd);
}


static mpfr_t r19698, r19699, r19700, r19701, r19702, r19703, r19704, r19705;

void setup_mpfr_f_im() {
        mpfr_set_default_prec(656);
        mpfr_init_set_str(r19698, "1", 10, MPFR_RNDN);
        mpfr_init(r19699);
        mpfr_init(r19700);
        mpfr_init(r19701);
        mpfr_init(r19702);
        mpfr_init(r19703);
        mpfr_init(r19704);
        mpfr_init(r19705);
}

double f_im(double x, double y) {
        ;
        mpfr_set_d(r19699, x, MPFR_RNDN);
        mpfr_exp(r19700, r19699, MPFR_RNDN);
        mpfr_add(r19701, r19698, r19700, MPFR_RNDN);
        mpfr_log(r19702, r19701, MPFR_RNDN);
        mpfr_set_d(r19703, y, MPFR_RNDN);
        mpfr_mul(r19704, r19699, r19703, MPFR_RNDN);
        mpfr_sub(r19705, r19702, r19704, MPFR_RNDN);
        return mpfr_get_d(r19705, MPFR_RNDN);
}

static mpfr_t r19706, r19707, r19708, r19709, r19710, r19711, r19712, r19713;

void setup_mpfr_f_fm() {
        mpfr_set_default_prec(656);
        mpfr_init_set_str(r19706, "1", 10, MPFR_RNDN);
        mpfr_init(r19707);
        mpfr_init(r19708);
        mpfr_init(r19709);
        mpfr_init(r19710);
        mpfr_init(r19711);
        mpfr_init(r19712);
        mpfr_init(r19713);
}

double f_fm(double x, double y) {
        ;
        mpfr_set_d(r19707, x, MPFR_RNDN);
        mpfr_exp(r19708, r19707, MPFR_RNDN);
        mpfr_add(r19709, r19706, r19708, MPFR_RNDN);
        mpfr_log(r19710, r19709, MPFR_RNDN);
        mpfr_set_d(r19711, y, MPFR_RNDN);
        mpfr_mul(r19712, r19707, r19711, MPFR_RNDN);
        mpfr_sub(r19713, r19710, r19712, MPFR_RNDN);
        return mpfr_get_d(r19713, MPFR_RNDN);
}

static mpfr_t r19714, r19715, r19716, r19717, r19718, r19719, r19720, r19721;

void setup_mpfr_f_dm() {
        mpfr_set_default_prec(656);
        mpfr_init_set_str(r19714, "1", 10, MPFR_RNDN);
        mpfr_init(r19715);
        mpfr_init(r19716);
        mpfr_init(r19717);
        mpfr_init(r19718);
        mpfr_init(r19719);
        mpfr_init(r19720);
        mpfr_init(r19721);
}

double f_dm(double x, double y) {
        ;
        mpfr_set_d(r19715, x, MPFR_RNDN);
        mpfr_exp(r19716, r19715, MPFR_RNDN);
        mpfr_add(r19717, r19714, r19716, MPFR_RNDN);
        mpfr_log(r19718, r19717, MPFR_RNDN);
        mpfr_set_d(r19719, y, MPFR_RNDN);
        mpfr_mul(r19720, r19715, r19719, MPFR_RNDN);
        mpfr_sub(r19721, r19718, r19720, MPFR_RNDN);
        return mpfr_get_d(r19721, MPFR_RNDN);
}